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Reservoir inflow prediction by ensembling wavelet and bootstrap techniques to multiple linear regression model

A Bashir, MA Shehzad, I Hussain, MIA Rehmani… - Water Resources …, 2019 - Springer
In this study, a new hybrid model, bootstrap multiple linear regression (BMLR) is suggested
to investigate the potential of bootstrap resampling technique for daily reservoir inflow
prediction. The proposed model compares with three other models: Multiple linear
regression (MLR), wavelet multiple linear regression (WMLR) and wavelet bootstrap
multiple linear regression (WBMLR). River stage data of monsoon season (1st July 2010 to
30 September 2010) from three gauging stations of Chenab river basin are used. In wavelet …
被引用次数：31 相关文章 所有 9 个版本

Reservoir inflow prediction by ensembling wavelet and bootstrap techniques to multiple linear regression model.

AB Adnan Bashir, MA Shehzad, IH Ijaz Hussain… - 2019 - cabidigitallibrary.org
In this study, a new hybrid model, bootstrap multiple linear regression (BMLR) is suggested
to investigate the potential of bootstrap resampling technique for daily reservoir inflow
prediction. The proposed model compares with three other models: Multiple linear
regression (MLR), wavelet multiple linear regression (WMLR) and wavelet bootstrap
multiple linear regression (WBMLR). River stage data of monsoon season (1st July 2010 to
30 September 2010) from three gauging stations of Chenab river basin are used. In wavelet …
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